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Healthcare Intelligence Laboratory

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  1. SSL4MIS SSL4MIS Public

    Semi Supervised Learning for Medical Image Segmentation, a collection of literature reviews and code implementations.

    Python 2.1k 376

  2. PyMIC PyMIC Public

    Python 333 53

  3. SimpleCRF SimpleCRF Public

    matlab and python wrap of crf and dense crf, both 2d and 3d are supported

    C++ 161 34

  4. COPLE-Net COPLE-Net Public

    COVID-19 Pneumonia Lesion segmentation network

    Python 87 15

  5. MIDeepSeg MIDeepSeg Public

    [MedIA2021]MIDeepSeg: Minimally Interactive Segmentation of Unseen Objects from Medical Images Using Deep Learning

    Python 120 27

  6. DTC DTC Public

    Semi-supervised Medical Image Segmentation through Dual-task Consistency

    Python 278 48

Repositories

Showing 10 of 33 repositories
  • DMSPS Public

    Dynamically Mixed Soft Pseudo-label Supervision for Scribble-Supervised Medical Image Segmentation

    HiLab-git/DMSPS’s past year of commit activity
    Python 0 0 0 0 Updated Jun 19, 2024
  • Paper-Reading-Group Public

    List shared papers in our group

    HiLab-git/Paper-Reading-Group’s past year of commit activity
    58 12 1 1 Updated Jun 17, 2024
  • UPL-SFDA Public
    HiLab-git/UPL-SFDA’s past year of commit activity
    Python 18 2 2 0 Updated Jun 16, 2024
  • FPL-plus Public

    FPL+: Filtered Pseudo Label-based Unsupervised Cross-Modality Adaptation for 3D Medical Image Segmentation

    HiLab-git/FPL-plus’s past year of commit activity
    Python 10 0 0 0 Updated Jun 3, 2024
  • DCA-Net Public
    HiLab-git/DCA-Net’s past year of commit activity
    Python 5 1 2 0 Updated May 19, 2024
  • PyMIC Public
    HiLab-git/PyMIC’s past year of commit activity
    Python 333 Apache-2.0 53 7 0 Updated May 1, 2024
  • CDMA Public

    offical code for: Semi-supervised Pathological Image Segmentation via Cross Distillation of Multiple Attentions. MICCAI 2023.

    HiLab-git/CDMA’s past year of commit activity
    Python 46 4 6 0 Updated Apr 17, 2024
  • DAG4MIA Public

    Domain Adaptation and Generalization for Medical Image Analysis

    HiLab-git/DAG4MIA’s past year of commit activity
    Python 101 MIT 11 11 0 Updated Mar 24, 2024
  • PyMIC_examples Public

    examples of using PyMIC for medical image computing with deep learning

    HiLab-git/PyMIC_examples’s past year of commit activity
    Python 28 4 5 0 Updated Jan 13, 2024
  • SegRap2023 Public

    [SegRap2023]A challenge about organ-at-risk and gross-tumor-volume segmentation in adaptive radiotherapy hosted on MICCAI2023.

    HiLab-git/SegRap2023’s past year of commit activity
    Python 22 4 1 0 Updated Dec 21, 2023

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